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Mahnaz Maddah, PhD
Mahnaz Maddah, PhD
Other namesSeyyedeh Mahnaz Maddah
Director of Machine Learning @ The Broad Institute of MIT and Harvard
Verified email at alum.mit.edu - Homepage
Title
Cited by
Cited by
Year
A unified framework for clustering and quantitative analysis of white matter fiber tracts
M Maddah, WEL Grimson, SK Warfield, WM Wells
Medical image analysis 12 (2), 191-202, 2008
1792008
A non-invasive platform for functional characterization of stem-cell-derived cardiomyocytes with applications in cardiotoxicity testing
M Maddah, JD Heidmann, MA Mandegar, CD Walker, S Bolouki, ...
Stem cell reports 4 (4), 621-631, 2015
1712015
Diffusion tensor magnetic resonance imaging in multiple sclerosis
D Goldberg‐Zimring, AUJ Mewes, M Maddah, SK Warfield
Journal of Neuroimaging 15, 68S-81S, 2005
1082005
Automated atlas-based clustering of white matter fiber tracts from DTMRI
M Maddah, AUJ Mewes, S Haker, WEL Grimson, SK Warfield
International Conference on Medical Image Computing and Computer-Assisted …, 2005
1072005
Deep learning detects cardiotoxicity in a high-content screen with induced pluripotent stem cell-derived cardiomyocytes
F Grafton, J Ho, S Ranjbarvaziri, F Farshidfar, A Budan, S Steltzer, ...
Elife 10, e68714, 2021
672021
Probabilistic clustering and quantitative analysis of white matter fiber tracts
M Maddah, WM Wells III, SK Warfield, CF Westin, WEL Grimson
Biennial International Conference on Information Processing in Medical …, 2007
612007
Multi-material decomposition of spectral CT images
PRS Mendonça, R Bhotika, M Maddah, B Thomsen, S Dutta, PE Licato, ...
Medical Imaging 2010: Physics of Medical Imaging 7622, 633-641, 2010
552010
Phenotypic screening with deep learning identifies HDAC6 inhibitors as cardioprotective in a BAG3 mouse model of dilated cardiomyopathy
J Yang, F Grafton, S Ranjbarvaziri, A Budan, F Farshidfar, M Cho, E Xu, ...
Science Translational Medicine 14 (652), eabl5654, 2022
512022
A system for automated, noninvasive, morphology-based evaluation of induced pluripotent stem cell cultures
M Maddah, U Shoukat-Mumtaz, S Nassirpour, K Loewke
Journal of laboratory automation 19 (5), 454-460, 2014
482014
Statistical modeling and EM clustering of white matter fiber tracts
M Maddah, WEL Crimson, SK Warfield
3rd IEEE International Symposium on Biomedical Imaging: Nano to Macro, 2006 …, 2006
442006
Associations of “weekend warrior” physical activity with incident disease and cardiometabolic health
S Kany, MA Al-Alusi, JT Rämö, JP Pirruccello, TW Churchill, SA Lubitz, ...
Circulation 150 (16), 1236-1247, 2024
432024
Snake modeling and distance transform approach to vascular centerline extraction and quantification
M Maddah, H Soltanian-Zadeh, A Afzali-Kusha
Computerized Medical Imaging and Graphics 27 (6), 503-512, 2003
432003
Quantifying drug-induced structural toxicity in hepatocytes and cardiomyocytes derived from hiPSCs using a deep learning method
M Maddah, MA Mandegar, K Dame, F Grafton, K Loewke, AJS Ribeiro
Journal of Pharmacological and Toxicological Methods 105, 106895, 2020
382020
Cardiovascular significance and genetics of epicardial and pericardial adiposity
JT Rämö, S Kany, CR Hou, SF Friedman, C Roselli, V Nauffal, S Koyama, ...
JAMA cardiology 9 (5), 418-427, 2024
362024
Natural language processing for adjudication of heart failure in a multicenter clinical trial: a secondary analysis of a randomized clinical trial
JW Cunningham, P Singh, C Reeder, B Claggett, PM Marti-Castellote, ...
JAMA cardiology 9 (2), 174-181, 2024
312024
Efficient center‐line extraction for quantification of vessels in confocal microscopy images
M Maddah, A Afzali‐Kusha, H Soltanian‐Zadeh
Medical physics 30 (2), 204-211, 2003
282003
Findings in schizophrenia by tract-oriented DT-MRI analysis
M Maddah, M Kubicki, WM Wells, CF Westin, ME Shenton, WEL Grimson
International Conference on Medical Image Computing and Computer-Assisted …, 2008
272008
A mathematical framework for incorporating anatomical knowledge in DT-MRI analysis
M Maddah, L Zollei, WEL Grimson, CF Westin, WM Wells
2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to …, 2008
272008
Method and system for characterizing cell populations
SM Maddah, K Loewke
US Patent 9,619,881, 2017
262017
A unified I–V model for PD/FD SOI MOSFETs with a compact model for floating body effects
S Bolouki, M Maddah, A Afzali-Kusha, M El Nokali
Solid-State Electronics 47 (11), 1909-1915, 2003
262003
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Articles 1–20